Zuofeng Shang
8 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π£ Hot Topic Early Bird
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Cross-Pollinator
(9)
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Interdisciplinary Bridge
π
Trend Setter
Conferences
JMLR (4)
COLT (2)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
minimax rate
(3)
nonparametric inference
(2)
hypothesis testing
(2)
kernel ridge regression
(2)
nonparametric testing
(2)
nonparametric estimation
(1)
curse of dimensionality
(1)
scalable inference
(1)
random projection
(1)
distributed algorithm
(1)
deep neural network
(1)
decision boundary
(1)
posterior aggregation
(1)
tuning parameter selection
(1)
sobolev space
(1)
regression model
(1)
sample splitting
(1)
tsybakov noise condition
(1)
smoothing spline
(1)
statistical optimality
(1)
Papers
Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary
JMLR 2025
Nonparametric Inference under B-bits Quantization
JMLR 2024
Non-asymptotic Analysis for Nonparametric Testing
COLT 2020
Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks
ICLR 2020
Sharp Theoretical Analysis for Nonparametric Testing under Random Projection
COLT 2019
Nonparametric Bayesian Aggregation for Massive Data
JMLR 2019
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data
ICML 2018
Computational Limits of A Distributed Algorithm for Smoothing Spline
JMLR 2017